The sunlight sliced through the dusty panes of the antique shop. Sarah held the letter close, the paper brittle and thin. Her grandmother's resignation from the choir. A carefully crafted statement citing "personal reasons." Lies. Sarah had known the truth, whispered conversations and hushed tears. The choir director, a man of power and influence, had made her grandmother's life hell.

Her knuckles were white as she clutched the letter. She had spent years watching him, observing his carefully constructed facade of piety. Today, she had the perfect opportunity to strike. The annual church picnic was in full swing, and Sarah, a new member, was assigned to the punch bowl. She smiled, a cold, hard smile.

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

This story is one of 1,000 stories generated for the emotion vengeful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 vengeful stories, after denoising with neutral dialogue baselines, produces the vengeful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vengeful vector is projected through the unembedding matrix.

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442